CrewAI

pip install agentx-python crewai

from agentx import AgentX
from crewai import Agent, Task, Crew

client = AgentX.from_env()

support_agent = Agent(
    role="Support Specialist",
    goal="Resolve customer questions accurately and concisely",
    backstory="You are an experienced customer support specialist.",
)

def crewai_agent(case):
    task = Task(
        description=case.query,
        expected_output="A clear, accurate answer to the customer's question.",
        agent=support_agent,
    )
    crew = Crew(agents=[support_agent], tasks=[task])
    result = crew.kickoff()
    return {"output": str(result)}

run_context = (
    client.evaluations
    .run(dataset_id="...", subject={"kind": "custom_agent", "displayName": "Support Crew", "framework": "crewai"})
    .execute(crewai_agent)
    .finalize()
)
print(f"Average rating: {run_context.average_rating:.2f}")

from agentx import AgentX
from agentx.integrations.crewai import AgentXCrewObserver
from crewai import Agent, Task, Crew

client = AgentX.from_env()
observer = AgentXCrewObserver(client.tracer, name="support-crew")

support_agent = Agent(
    role="Support Specialist",
    goal="Resolve customer questions accurately and concisely",
    backstory="You are an experienced customer support specialist.",
)

def crewai_agent(case):
    task = Task(
        description=case.query,
        expected_output="A clear, accurate answer to the customer's question.",
        agent=support_agent,
    )
    crew = Crew(agents=[support_agent], tasks=[task])

    with observer.observe(input={"query": case.query}, sync=True, monitor=False) as span:
        result = crew.kickoff()
        span.output = str(result)

    return {"output": str(result), "trace_id": span.trace_id}